AI That Quacks: Introducing DuckDB-NSQL-7B, A LLM for DuckDB
t on LLMs and SQL highlighting why they don’t consistently work :
- “LLMs can write SQL, but they are often prone to making up tables, making up field”
- “LLMs have some context window which limits the amount of text they can operate over”
- “The SQL it writes may be incorrect for whatever reason, or it could be correct but just return an unexpected result.
Artyom Keydunov • Powering your Copilot for Data – with Artem Keydunov of Cube.dev
HERE. WE. GO.
I want to focus on B2C, originally this was going to be B2B or internal operational needs. That’s not even the exciting part. (Think about narrative gaming experiences as well)
I think that it is interesting to think about how LLMs are going to be used in the B2B context and asking the question around what are the results, the context,
... See moreThere may well be other—and ultimately more complex—alternatives for data storage and processing in larger organizations.